Wisconsin’s Mastercraft Ventures writes first check for fintech Voyager AI

Mastercraft Ventures - a Wisconsin-based fund founded in January 2025 focused on being the ‘first in’ investor for emerging companies in the state - has made their first publicly announced investment with $500,000 into Voyager AI. The Beloit, Milwaukee–based startup that uses artificial intelligence to speed up commercial lending and compliance work at banks and credit unions.

Voyager AI is led by CEO Aaron Colcord, and the company describes its software as creating private, institution-specific AI models to automate parts of the loan lifecycle, such as regulatory reviews, feasibility assessments and internal documentation. The startup says the technology can cut tasks that normally take weeks or months down to minutes by automating repetitive analysis and applying each institution’s own credit policies and formulas.

Colcord, a U.S. Army veteran and former data and analytics executive at firms including FIS, Northwestern Mutual, Thrivent and Associated Bank, is part of a founding team with more than two decades of enterprise banking technology experience. 

Mason Cook, Mastercraft’s managing director, said in the announcement that the firm backed Voyager because its “team understands banking at an operational level and has a track record of commercializing enterprise banking technology, which positions the company well to become core infrastructure for financial institutions.”

The broader market referenced in the announcement is large at $40 billion in banking systems software alone, an amount driven by banks’ ongoing need to modernize legacy systems and meet tighter regulatory scrutiny. Community banks and credit unions, which often operate with smaller technology staff than larger regional or national banks, have been active targets for startups seeking to sell automation and compliance tools.

Voyager’s pitch is essentially that private, customized AI models reduce risk compared with off‑the‑shelf or cloud‑hosted generic models, and addresses a common concern in financial services around data privacy, model explainability and regulatory compliance. Regulators, auditors and bank boards increasingly scrutinize how institutions use third‑party AI and automated decision tools, particularly for credit decisions and compliance processes. 

The $500,000 pre‑seed round from Mastercraft provides early capital and local venture support; Mastercraft says it also offers hands‑on help to founders building companies and jobs in Wisconsin. Voyager plans to use the funding to continue product development and expand sales efforts to community and regional financial institutions, though the company did not provide a detailed roadmap or customer list in its announcement.

Vendors in this space often emphasize encryption, on‑premises or private cloud deployments, and the ability to show how models arrive at conclusions.

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